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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.


Popular Predictive Modeling Courses and Certifications


  • Status: Free Trial
    Free Trial
    P

    Packt

    PyTorch Ultimate 2024 - From Basics to Cutting-Edge

    Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    61 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Fundamentals of Data Analysis

    Skills you'll gain: Data Analysis, Analytics, Statistical Analysis, Data Mining, Spreadsheet Software, Exploratory Data Analysis, Descriptive Analytics, Quantitative Research, Data Processing, Data Cleansing, Data Collection, Statistics, R (Software), Predictive Analytics, Query Languages, Data Visualization, Data Visualization Software, SQL

    3.7
    Rating, 3.7 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    National Taiwan University

    工程資訊管理 BIM 基礎

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Civil Engineering, Computer-Aided Design, Construction, Architecture and Construction, Construction Management, 3D Modeling, Information Management, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    91 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Digital Transformation for Agile Organizations

    Skills you'll gain: Digital Transformation, Operational Efficiency, Technology Strategies, Business Modeling, Business Technologies, Organizational Change, Innovation, Agile Methodology, Leadership, Business Strategies, Market Dynamics

    4.5
    Rating, 4.5 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Feature Engineering, Supervised Learning, Machine Learning Algorithms, Random Forest Algorithm, Deep Learning, Classification Algorithms, Machine Learning, Applied Machine Learning, Decision Tree Learning, Artificial Neural Networks, Model Evaluation, Dimensionality Reduction, Logistic Regression, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    35 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Financial Management for Product Leaders

    Skills you'll gain: Financial Statements, Financial Modeling, Proposal Writing, Financial Accounting, Corporate Finance, Business Metrics, Business Valuation, Capital Budgeting, Entrepreneurial Finance, Financial Management, Cost Benefit Analysis, Project Finance, Finance, Return On Investment, Accounting and Finance Software, Product Management, Presentations, Cash Flows

    4.5
    Rating, 4.5 out of 5 stars
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    76 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship Capstone

    Skills you'll gain: Creative Thinking, Creativity, Innovation, Business Modeling, Strategic Thinking, Ideation, Entrepreneurship, Strategic Planning, Business Development, Business Strategy, New Business Development, Business Analysis, Collaboration, Analysis, Financial Analysis, Performance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    87 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    Tableau Learning Partner

    Business Analysis Process

    Skills you'll gain: Requirements Elicitation, Business Analysis, Business Metrics, Stakeholder Analysis, Key Performance Indicators (KPIs), Business Requirements, Stakeholder Management, User Requirements Documents, Business Process, Business Process Modeling, Data Visualization, Solution Delivery

    4.6
    Rating, 4.6 out of 5 stars
    ·
    138 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    More Applied Data Science with Python

    Skills you'll gain: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Classification Algorithms

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Simplilearn

    AI-Powered Software Development Certification

    Skills you'll gain: Prompt Engineering, AI Personalization, AI Security, Generative AI, Infrastructure as Code (IaC), Legal Risk, Requirements Analysis, Test Tools, Software Testing, ChatGPT, Risk Analysis, Sprint Planning, Software Development Tools, Software Development Life Cycle, User Interface and User Experience (UI/UX) Design, Automation, Software Documentation, Artificial Intelligence, Software Architecture, Software Development Methodologies

    4.3
    Rating, 4.3 out of 5 stars
    ·
    16 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT for Project Management: Insight, Planning, & Success

    Skills you'll gain: Large Language Modeling, Project Planning, ChatGPT, Risk Analysis, Timelines, Project Risk Management, Performance Metric, Project Schedules, Project Management, Prompt Engineering, Key Performance Indicators (KPIs), Smart Goals, Work Breakdown Structure, Generative AI, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    71 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    K

    Khalifa University

    AI for Executives: AI for Customer Relationship Management

    Skills you'll gain: AI Personalization, Sales Enablement, Customer Data Management, Sales Management, AI Enablement, Customer experience improvement, Predictive Analytics, AI Product Strategy, Customer Insights, Customer Engagement, Advanced Analytics, Large Language Modeling, Fraud detection, Artificial Intelligence, Data Integration, Network Analysis, User Feedback, Technology Roadmaps, Change Management

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular predictive modeling courses

  • PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
  • Fundamentals of Data Analysis: LearnQuest
  • 工程資訊管理 BIM 基礎: National Taiwan University
  • Digital Transformation for Agile Organizations: Duke University
  • 機器學習技法 (Machine Learning Techniques): National Taiwan University
  • Financial Management for Product Leaders: University of Maryland, College Park
  • Innovation: From Creativity to Entrepreneurship Capstone: University of Illinois Urbana-Champaign
  • Business Analysis Process: Tableau Learning Partner
  • More Applied Data Science with Python: University of Michigan
  • AI-Powered Software Development Certification: Simplilearn

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